Revolutionizing User Authentication Exploiting Explainable AI and CTGAN-Based Keystroke Dynamics

Revolutionizing User Authentication Exploiting Explainable AI and CTGAN-Based Keystroke Dynamics

Due to the reliability and efficiency of keystroke dynamics, enterprises have adopted it widely in multi-factor authentication systems, effectively strengthening user authentication and thereby boosting the security of online and offline services. The existing works that detect imposter users suffer...

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Bibliographic Details
Main Authors: Hussien Abdel Raouf, Mostafa M. Fouda, Mohamed I. Ibrahem
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Computer Society
Subjects:
Conditional tabular generative adversarial networks (CTGAN)
explainable artificial intelligence (XAI)
keystroke dynamics
user authentication
Online Access:https://ieeexplore.ieee.org/document/10787121/
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https://ieeexplore.ieee.org/document/10787121/

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